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Author profile at the institutional portal

Catalina Feliu, Alejandro alejandro.catalina@uam.es

Ingeniería informática / Universidad Autónoma de Madrid

Publications

Machine Learning Nowcasting of PV Energy Using Satellite Data

  • Catalina A
  • Torres-Barrán A
  • Alaíz C
  • Dorronsoro J

NEURAL PROCESSING LETTERS (p. 97-115) - 1/8/2020

10.1007/s11063-018-09969-1 View at source

  • ISSN 13704621

Combining Numerical Weather Predictions and Satellite Data for PV Energy Nowcasting

  • Catalina A
  • Alaiz CM
  • Dorronsoro JR

IEEE Transactions on Sustainable Energy (p. 1930-1937) - 1/7/2020

10.1109/tste.2019.2946621 View at source

  • ISSN 19493029

Satellite based nowcasting of PV energy over peninsular Spain

  • Catalina A
  • Torres-Barrán A
  • Dorronsoro J

14th Conference on Artificial Intelligence in Medicine, AIME 2013 (p. 685-697) - 1/1/2017

10.1007/978-3-319-59153-7_59 View at source

  • ISSN 16113349

This researcher has no books.

This researcher has no book chapters.

Challenges and Opportunities in High-dimensional Variational Inference

  • Dhaka AK
  • Catalina A
  • Welandawe M
  • Andersen MR
  • Huggins JH
  • Vehtari A

Advances In Neural Information Processing Systems (p. 7787-7798) - 1/1/2021

  • ISSN 10495258
  • iMarina

Flexible Kernel Selection in Multitask Support Vector Regression

  • Ruiz, Carlos
  • Alaiz, Carlos M
  • Catalina, Alejandro
  • Dorronsoro, Jose R

Proceedings of the International Joint Conference on Neural Networks - 1/7/2019

10.1109/ijcnn.2019.8852297 View at source

  • ISSN 21614393

Accelerated Block Coordinate Descent for Sparse Group Lasso

  • Catalina A
  • Alaíz C
  • Dorronsoro J

Proceedings of the International Joint Conference on Neural Networks - 10/10/2018

10.1109/ijcnn.2018.8489078 View at source

Gaussian process kernels for support vector regression in wind energy prediction

  • de la Pompa V
  • Catalina A
  • Dorronsoro J

LECTURE NOTES IN COMPUTER SCIENCE (p. 147-154) - 1/1/2018

10.1007/978-3-030-03496-2_17 View at source

  • ISSN 03029743

Fused Lasso dimensionality reduction of highly correlated NWP features

  • Catalina A
  • Alaíz C
  • Dorronsoro J

LECTURE NOTES IN COMPUTER SCIENCE (p. 13-26) - 1/1/2018

10.1007/978-3-030-04303-2_2 View at source

  • ISSN 03029743

Revisiting FISTA for Lasso: Acceleration strategies over the regularization path

  • Catalina A
  • Alaíz C
  • Dorronsoro J

ESANN 2018 - Proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (p. 285-290) - 1/1/2018

  • iMarina

Machine learning prediction of photovoltaic energy from satellite sources

  • Catalina A
  • Torres-Barrán A
  • Dorronsoro J

14th Conference on Artificial Intelligence in Medicine, AIME 2013 (p. 31-42) - 1/1/2017

10.1007/978-3-319-50947-1_4 View at source

  • ISSN 16113349

NWP ensembles for wind energy uncertainty estimates

  • Catalina A
  • Dorronsoro J

14th Conference on Artificial Intelligence in Medicine, AIME 2013 (p. 121-132) - 1/1/2017

10.1007/978-3-319-71643-5_11 View at source

  • ISSN 16113349

This researcher has no working papers.

This researcher has no technical reports.

This researcher has no research projects.

This researcher has no supervised thesis.

This researcher has no patents or software licenses.

Last data update: 3/18/24 5:00 PM